feat: extract-takes as first-class gbrain command (spec)#858
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garrytan-agents wants to merge 1 commit into
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feat: extract-takes as first-class gbrain command (spec)#858garrytan-agents wants to merge 1 commit into
garrytan-agents wants to merge 1 commit into
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Adds REFACTOR-PROMPT.md — full spec for building `gbrain extract-takes` as a first-class CLI command. Architecture: repo-first. Takes are extracted by LLM and written as markdown table sections (gbrain:takes:begin/end markers) directly into brain page .md files. DB is a read cache populated by gbrain sync. DB can be nuked and rebuilt from repo at any time. Includes: - CLI interface spec (--slug, --type, --force, --concurrency, --dry-run) - Full extraction prompt (proven on 100K+ takes) - Marker format, holder attribution rules, weight calibration - Real examples from production brain pages - Sync integration spec (markdown → DB) - Extension pattern for facts/hunches/bets (same gbrain:X:begin/end markers)
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Closing — shipped in v0.28.0.\n\nextract-takes shipped as src/core/cycle/extract-takes.ts + migration v0_28_0.ts. The spec doc became the implementation.\n\nThanks for the agent-fork PR. Closing because the work is already on master. |
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What
Adds
REFACTOR-PROMPT.md— the full spec for buildinggbrain extract-takesas a first-class CLI command.Architecture
Repo-first. Takes are extracted by LLM and written as markdown table sections (
gbrain:takes:begin/endmarkers) directly into brain page.mdfiles. DB is a read cache populated bygbrain sync. DB can be nuked and rebuilt from repo at any time.Spec includes
--slug,--type,--force,--concurrency,--dry-rungbrain syncintegration (markdown → DB)gbrain:X:begin/endmarkers)Context
~3,910 brain pages already have takes in this format. ~24K more need extraction. The previous approach wrote directly to DB which got purged during a schema migration. This spec ensures the repo is always the system of record.
Next step
Feed this spec to Claude Code to implement the actual command.
Need help on this PR? Tag
@codesmithwith what you need.